FlowFuse AI Nodes

The FlowFuse AI Nodes package brings the power of the ONNX Runtime to Node-RED, enabling AI and machine learning capabilities directly within your flows. These nodes make it simple to run pre-trained or custom ONNX models without requiring deep expertise in machine learning or coding.

Nodes

This section lists the AI nodes available in the FlowFuse AI package:

• ONXX: The ONNX node allows you to perform AI inference directly in Node-RED using ONNX models, supporting image, object, and numeric predictions without external AI services.
• Object Detection: The Object Detection node identifies and locates objects within images using ONNX models such as YOLO and DETR, enabling real-time computer vision directly in Node-RED without external AI services.
• Depth Estimation: The Depth Estimation node estimates the distance of objects in an image and creates a depth map using an ONNX model.
• Image Classification: Classify images using ONNX models directly in Node-RED. Supports pre-trained and custom models for tasks like labeling, content moderation, and object recognition.

Each node provides a specific AI capability, enabling you to combine them into powerful intelligent automation pipelines.